Journal ArticleDOI
Pattern Recognition and Machine Learning
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TLDR
This book covers a broad range of topics for regular factorial designs and presents all of the material in very mathematical fashion and will surely become an invaluable resource for researchers and graduate students doing research in the design of factorial experiments.Abstract:
(2007). Pattern Recognition and Machine Learning. Technometrics: Vol. 49, No. 3, pp. 366-366.read more
Citations
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Proceedings ArticleDOI
Beyond blacklists: learning to detect malicious web sites from suspicious URLs
TL;DR: This paper describes an approach to this problem based on automated URL classification, using statistical methods to discover the tell-tale lexical and host-based properties of malicious Web site URLs.
Journal ArticleDOI
Encoding and decoding in fMRI.
TL;DR: It is shown that encoding and decoding operations can both be used to investigate some of the most common questions about how information is represented in the brain, and a systematic modeling approach is proposed that begins by estimating an encoding model for every voxel in a scan and ends by using the estimated encoding models to perform decoding.
Journal ArticleDOI
3-D Mapping With an RGB-D Camera
TL;DR: A novel mapping system that robustly generates highly accurate 3-D maps using an RGB-D camera that applies to small domestic robots such as vacuum cleaners, as well as flying robotssuch as quadrocopters.
Book ChapterDOI
A User's Guide to Support Vector Machines
Asa Ben-Hur,Jason Weston +1 more
TL;DR: This work provides a basic understanding of the theory behind SVMs and focuses on their use in practice, describing the effect of the SVM parameters on the resulting classifier, how to select good values for those parameters, data normalization, factors that affect training time, and software for training SVMs.
Journal ArticleDOI
The variational approximation for Bayesian inference
TL;DR: It was from here that "Bayesian" ideas first spread through the mathematical world, as Bayes's own article was ignored until 1780 and played no important role in scientific debate until the 20th century.